Title: Machine Learning in Transportation: Applications with Examples and Codes (De Gruyter Textbook)
Publisher: De Gruyter
Publication Date: 2024
Language: English
ISBN 10: 3110788667
ISBN 13: 9783110788662
Binding: Soft cover
Edition: 1st Edition
Condition: New

About this title

Synopsis

The book introduces the reader to machine learning in transportation. It discusses both simple and advanced concepts including core statistics, data wrangling, data visualization, supervised and unsupervised datamining techniques as well as text mining. The book prepares students to manage data, visualize data and apply appropriate machine learning techniques on transportation datasets to derive important insights.

About the Author

Niharika Dayyala, Illinois State Uni., Nivedya M. Kottayi, San Diego Association of Governments, Rajib B. Mallick, Uni. of Texas, USA.

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